What are "multilayer shallow neural networks"?

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Marco Coraggio
Marco Coraggio 2023-4-13
评论： Marco Coraggio 2023-4-13
In several documentation pages, Mathworks mentions "multilayer shallow neural networks" (NN), but I cannot understand what they mean.
Namely, I think 99% of people would agree that a shallow NN is one with only one hidden layer, whereas a deep NN is one with >1 hidden layer. Then, what is a multilayer shallow network? it seems a nonsense term.
examples:

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Drew
Drew 2023-4-13
The short answer is that "multilayer shallow neural networks" refers to neural networks that have, for example, 2 or 3 layers.
For example, on the second documentation page that you referenced (https://www.mathworks.com/help/deeplearning/ug/multilayer-neural-network-architecture.html), the last neural network shown on that page is a "two-layer tansig/purelin network".

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